Predictika · Textron Aviation Citation and King Air orders

An AI sales agent's Citation or King Air quote, checked before it goes out

An AI sales agent drafts a quote for a Cessna Citation jet or a Beechcraft King Air turboprop with its cabin, mission, runway, crew, avionics, maintenance plan and trade-in. Before the quote goes out, the agent sends it to Predictika, which checks it against a declarative model, compares the total and the range the agent states with the ones it computes, and returns every finding together with the line-item quote.

Scope: Cessna Citation M2 Gen2, CJ3 Gen2, CJ4 Gen2, Latitude and Longitude jets and Beechcraft King Air 260 and 360ER turboprops: cabin, range, runway, equipment, maintenance plan, delivery and price. See everything this validator covers

This validator covers purchase configurations of seven Textron Aviation models: the Cessna Citation M2 Gen2, CJ3 Gen2, CJ4 Gen2, Latitude and Longitude jets and the Beechcraft King Air 260 and 360ER turboprops. It does not cover other Textron Aviation aircraft, other Textron businesses, other manufacturers' business aircraft, or pre-owned aircraft sales.

  • Cabin and mission — interior seat count against the cabin maximum of the model, passengers against the interior seats, and the range available (reduced by 20 NM for each passenger above four) against the mission plus a 100 NM reserve.
  • Airfield and equipment — takeoff field length against the customer's runway, unpaved-runway operation restricted to the approved King Air models and requiring the gravel kit, single-pilot operation restricted to certified models, and enhanced vision offered only where available.
  • Maintenance and delivery — maintenance plan eligibility (at least 100 hours a year, a 1 to 5 year term) and price by hour, lead time against the customer's need-by date, and a trade-in above 35 percent of the net price needing pre-owned appraisal.
  • Commercial terms — discount authority (a sales director may give 2 percent alone, approval above that, a hard stop at 6 percent), the base-plus-options price with plan and trade-in credit, and the total and range the agent states against the computed ones.

Any order for these seven models that combines these cabins, missions, runways, equipment, plans, trade-ins and discounts runs through this validator, not just the seven scenarios shown on this page. It is an illustrative model built from public information about the aircraft; prices, ranges, field lengths, lead times, plan rates and limits are fictional, and it does not use Textron's internal rules.

The AI sales agentBuilds the Citation or King Air quote from the conversation and says it is ready.
Predictika validatorChecks every rule at once and returns the verdict, each finding, and the computed figures.

7 scenarios in 4 groups · each group runs from the agent’s first attempt to the outcome · click one to switch

What the agent proposes

The AI sales agent says

Illustrative agent statement. The validator receives the structured request below.

Proposing agent: AI sales agent (scripted)

Before sending, the agent must call Recorded run

Predictika validator


      

        
        
        
      

      
Waiting for the call.

      
    

  

  
  

    
Where rules-based CPQ gets it wrong
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Our assessment of what a typical rules-based CPQ (product rules, price rules and validation rules, as in Salesforce CPQ) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.

    
What the validator caughtTypical rules-based CPQ (our assessment)Predictika
Range that falls with every passenger above four, checked against the mission plus a 100 NM reserve, alongside takeoff field length against the runwayOnly with care
Each check can be written as a rule, but the range has to be calculated first from the model and passenger count, and the numbers kept in step across seven models by hand.		Range available is computed from the model and passenger count on every call, then checked with the runway and everything else.
A trade-in limit of 35 percent of a net price that already includes the discount, with a maintenance plan priced by model, hours and years outside the discountOnly with workarounds
The limit depends on a discounted subtotal, the plan sits outside that subtotal and the trade-in comes off at the end; one misplaced step and the approval threshold or the total is wrong.		Net price, plan, trade-in credit, the 35 percent limit and the total are computed together from the same inputs on every call.
Many independent problems in one order: gravel strip, missing kit, vision package, crew, plan terms, lead time and discountOnly with workarounds
Typical validation rules stop at the first failure or show one message at a time, so the user fixes and resubmits repeatedly.		Every rule is checked together and every finding comes back in one answer, in any order the choices arrive.
A stated total or stated range that does not match the computed figuresOnly with care
A validation rule can compare a stated figure with a calculated field, but only if the stated figure is a field on the quote, which it rarely is.		The stated total and stated range travel with the quote and are compared with the computed ones on every call.

  

  

    
What this validator catches: findings from its test cases
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Every rule is checked on every call, in any order the choices arrive; one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed.

    
1Interior seats within the cabin maximum of the model.
2Passengers within the interior seats.
3Mission plus the 100 NM reserve within the range available (reduced 20 NM for each passenger above four).
4Takeoff field length within the customer's runway.
5Unpaved runways only for the approved King Air models.
6Unpaved operation requires the gravel kit.
7Single-pilot operation only on certified models.
8Enhanced vision only on models that offer it.
9Maintenance plan needs at least 100 hours a year and a 1 to 5 year term.
10Lead time within the customer's need-by date.
11Discount within the maximum (2 percent a sales director may give alone, approval above, 6 percent hard stop).
12Trade-in above 35 percent of the net price needs pre-owned appraisal.
13The agent's stated total matches the computed total, and the stated range matches the computed range.
14Price computed as base aircraft plus interior, avionics and gravel kit after the discount, plus maintenance plan, less trade-in credit.

  

  

    
Scenarios and results
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The recorded result of the validator for each scenario on this page: the request the AI agent sent, the verdict, and every finding, in the order they appear above.

    
1. Gravel strip and equipment: King Air 260 for a 4,000 ft gravel strip

    
The agent's request. Please quote 1 King Air 260 for Pinecrest Timber Company with the Executive 6 interior, for 6 passengers on missions of up to 1,200 NM, operating from a 4,000 ft gravel strip and flown by a single pilot. It has the enhanced vision package. Delivery is needed in 14 months and the discount is 2 percent. The quote states a range of 1,680 NM with 6 passengers and a total of $9,172,800.00. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Gravel kit missing for an unpaved runway. Unpaved-runway operation requires the gravel kit.
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  • Enhanced vision not offered on this model. The enhanced vision package is not offered on the King Air 260.
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2. Gravel strip and equipment: The agent resubmits after fixing the errors

    
The agent's request. Please quote 1 King Air 360ER for Pinecrest Timber Company with the Executive 6 interior, for 6 passengers on missions of up to 1,200 NM, operating from a 4,000 ft gravel strip and flown by a single pilot. It has the Synthetic Plus vision package, the gravel runway kit and a total maintenance plan of 400 hours a year for 3 years. Delivery is needed in 14 months and the discount is 2 percent. The quote states a range of 2,660 NM with 6 passengers and a total of $11,472,000.00. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Quote summary. Total $11,472,000.00: aircraft $10,486,000.00; cabin $235,200.00; avionics $274,400.00; options $176,400.00; maintenance $300,000.00.
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3. Range, passengers and runway: CJ4 Gen2 with seven passengers on a 2,100 NM mission

    
The agent's request. Please quote 1 Citation CJ4 Gen2 for Calloway Medical Transport with the Double Club 8 interior, for 7 passengers on missions of up to 2,100 NM, operating from a 3,000 ft paved runway and flown by a single pilot. It has the enhanced vision package. Delivery is needed in 18 months and the discount is 2 percent. The quote states a range of 2,105 NM with 7 passengers and a total of $13,504,400.00. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Mission is beyond the available range. Mission of 2,100 NM plus the 100 NM reserve exceeds the 2,105 NM the Citation CJ4 Gen2 flies with 7 passengers.
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  • Runway too short. The Citation CJ4 Gen2 needs 3,410 ft of runway; the customer strip is 3,000 ft.
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4. Range, passengers and runway: The agent resubmits after fixing the errors

    
The agent's request. Please quote 1 Citation Latitude for Calloway Medical Transport with the Double Club 8 interior, for 7 passengers on missions of up to 2,100 NM, operating from a 4,000 ft paved runway and flown by two pilots. It has the enhanced vision package and an engine maintenance plan of 300 hours a year for 5 years. Delivery is needed in 20 months and the discount is 2 percent. The quote states a range of 2,640 NM with 7 passengers and a total of $19,774,400.00. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Quote summary. Total $19,774,400.00: aircraft $18,522,000.00; cabin $352,800.00; avionics $509,600.00; maintenance $390,000.00.
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5. Crew, maintenance plan, delivery date and discount: Longitude: short plan, early date, deep discount

    
The agent's request. Please quote 1 Citation Longitude for Redstone Energy Partners with the Double Club 8 interior, for 8 passengers on missions of up to 3,000 NM, operating from a 6,000 ft paved runway and flown by a single pilot. It has the enhanced vision package and a total maintenance plan of 60 hours a year for 5 years. Delivery is needed in 14 months and the discount is 8 percent. The quote states a range of 3,420 NM with 8 passengers and a total of $28,037,600.00. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Model not certified for single-pilot operation. The Citation Longitude is not certified for single-pilot operation.
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  • Maintenance plan terms not allowed. Maintenance plans need at least 100 hours a year and a 1 to 5 year term; got 60 hours for 5 years.
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  • Cannot be delivered in time. The Citation Longitude lead time is 20 months; the customer needs it in 14.
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  • Discount above the maximum. Discount of 8 percent is above the 6 percent maximum.
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6. Crew, maintenance plan, delivery date and discount: The agent resubmits after fixing the errors

    
The agent's request. Please quote 1 Citation Longitude for Redstone Energy Partners with the Double Club 8 interior, for 8 passengers on missions of up to 3,000 NM, operating from a 6,000 ft paved runway and flown by two pilots. It has the enhanced vision package and a total maintenance plan of 450 hours a year for 5 years. Delivery is needed in 20 months and the discount is 4 percent. The customer trades in a pre-owned aircraft for a credit of $11,000,000.00. The quote states a range of 3,420 NM with 8 passengers and a total of $19,418,800.00. It is ready to send.

    
Verdict: Needs approval.

    
    
      
  • Trade-in needs pre-owned appraisal. Trade-in of $11,000,000.00 is over 35 percent of the net price (limit $10,174,080.00); the pre-owned group must appraise it.
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  • Discount needs approval. Discount of 4 percent is above the 2 percent a sales director may give alone.
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  • Quote summary. Total $19,418,800.00: aircraft $28,224,000.00; cabin $345,600.00; avionics $499,200.00; maintenance $1,350,000.00; trade-in -$11,000,000.00.
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7. Stated total: CJ3 Gen2 with Synthetic Plus avionics and an engine plan

    
The agent's request. Please quote 1 Citation CJ3 Gen2 for Alder Creek Holdings with the Executive 6 interior, for 6 passengers on missions of up to 1,600 NM, operating from a 4,000 ft paved runway and flown by a single pilot. It has the Synthetic Plus vision package and an engine maintenance plan of 250 hours a year for 4 years. Delivery is needed in 16 months and the discount is 2 percent. The quote states a range of 2,000 NM with 6 passengers and a total of $11,107,200.00. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Quoted total does not match. Stated total does not match: the agent stated $11,107,200.00; the validator computes $11,381,600.00.
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Narration transcript
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The text of the narrated walkthrough, step by step.

    
    
      
  1. Welcome to a demo of Predictika's Validator. An AI sales agent drafts a quote for a Cessna Citation jet or a Beechcraft King Air turboprop with its cabin, mission, runway, crew, avionics, maintenance plan and trade-in. Before the quote goes out, the agent sends it to Predictika, which checks it against a declarative model, compares the total and the range the agent states with the ones it computes, and returns every finding together with the line-item quote.
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  2. I will start with the first request by the agent.
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  3. The agent says. Please quote 1 King Air 260 for Pinecrest Timber Company with the Executive 6 interior, for 6 passengers on missions of up to 1,200 NM. It has the enhanced vision package. The rest of the request is on screen. The quote states a range of 1,680 NM with 6 passengers and a total of $9,172,800.00.
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  4. Before it goes out, the agent calls the validator.
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  5. Blocked, with two findings, all in one answer. Unpaved-runway operation requires the gravel kit. The enhanced vision package is not offered on the King Air 260.
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  6. The validator returned two blocking findings in one answer. A check that reads one field at a time would pass most of this; it shows only when the choices in the quote are checked against each other.
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  7. What this shows: for many independent problems in one order: gravel strip, missing kit, vision package, crew, plan terms, lead time and discount, a rules-based CPQ (our assessment) can do this only with workarounds.
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  8. Now the agent resubmits.
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  9. The corrected request. It changes the aircraft to King Air 360ER, the gravel runway kit to yes, the avionics to Synthetic Plus, the maintenance plan to total, the quoted range to 2,660 NM and the quoted total to $11,472,000. Two more changes are on screen.
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  10. It calls the validator again.
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  11. This time the validator clears it.
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  12. The validator also returns the line-item quote. It starts with Total maintenance plan; the other four lines are on screen.
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  13. Both earlier findings are cleared, and the validator's total, $11,472,000.00, matches the quote.
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  14. Two problems caught in one call, fixed in one pass, and a clean $11,472,000 quote. That is the value of Predictika's validator: catching mistakes before they reach the customer. Now you can try the other scenarios yourself.
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